Function to display Bands 1 - 9 for each of the cropped Landsat Image

Experimental function to check which bands would return best difference between Land and Water

Plotting histograms to visualize land and water demarcation

Cropped Landsat images of SG with respective Histograms

Binary Images

Formula converting number of pixels to land area

$C = constant$

$C * NumPixels = Area$

From 2015 data (Data from https://data.gov.sg/),

$C * 791720 = 719.1$

$ -> C = 0.0008947559682658218 $

Dataframe that tabulates total land area of SG over the lears